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Updated: Feb 23, 2026

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Calcification of Vascular Smooth Muscle Cells and Imaging of Aortic Calcification and Inflammation
Published on: May 31, 2016
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Vascular Calcification and Heart Failure: A Bidirectional Mendelian Randomization and Mediation Analysis.
Yajie Cai1, Mengmeng Zhu1, Qian Xu1
1National Clinical Research Center for Cardiovascular Diseases of Traditional Chinese Medicine, Xiyuan Hospital of China Academy of Chinese Medical Sciences, Beijing, China.
Journal of Evidence-Based Medicine
|February 21, 2026
Summary
Vascular calcification (VC) significantly increases heart failure (HF) risk, and HF also promotes VC progression, establishing a bidirectional causal link. Atrial fibrillation partially mediates the VC to HF pathway, suggesting targeted interventions.
Area of Science:
- Cardiovascular Medicine
- Genetics
- Epidemiology
Background:
- Observational studies suggest an association between vascular calcification (VC) and heart failure (HF).
- Previous research lacked robust evidence to establish a causal relationship between VC and HF.
- No Mendelian randomization (MR) studies have investigated the causal link between VC and HF.
Purpose of the Study:
- To comprehensively analyze the bidirectional associations between different VC subtypes and HF using MR.
- To explore the causal relationship between VC subtypes (CAC, AAC, CAVS) and HF subtypes (HFall, IHF, ni-HF, ni-HFrEF, ni-HFpEF).
- To identify potential mediating factors in the VC-HF pathway.
Main Methods:
- Employed bidirectional, multivariable, and mediation Mendelian randomization (MR) analyses.
- Utilized accessible genome-wide association study (GWAS) data for VC subtypes: coronary artery calcification (CAC), abdominal aortic calcification (AAC), and calcific aortic valve stenosis (CAVS).
- Included public GWAS data for overall heart failure (HFall), ischemic heart failure (IHF), and non-ischemic heart failure (ni-HF) and its subtypes (ni-HFrEF, ni-HFpEF).
Main Results:
- VC significantly increases the risk of HFall and IHF; CAVS also increases ni-HF risk, but CAC and AAC do not.
- HF (HFall, IHF) promotes VC progression (CAC, AAC, CAVS), confirming a bidirectional causal relationship.
- Atrial fibrillation (AF) was identified as a partial mediator (21.65%) in the causal pathway from CAVS to HFall.
Conclusions:
- A bidirectional causal relationship exists between VC and HF, underscoring the importance of early VC detection and management for HF prevention.
- Controlling HF can help mitigate VC progression, benefiting overall cardiovascular prognosis.
- Targeting AF may be crucial for blocking the 'VC → AF → HF' pathway, offering a novel therapeutic strategy for HF prevention and treatment.

